Apply on Employer Site

Woven by Toyota · 1 week ago

Senior Machine Learning Engineer, End-to-end Autonomy

Ann Arbor, MI

Full-time

Onsite

Senior Level

$140K/yr - $230K/yr

Woven by Toyota is enabling Toyota’s transformation into a mobility company through human-centric innovation. The Senior Machine Learning Engineer will develop advanced ML solutions for autonomous driving, focusing on designing neural networks and innovative architectures for end-to-end autonomy.

AutomotiveAutonomous VehiclesSoftware

H1B Sponsor Likely

Responsibilities

Own design and development of ML models or model components for end-to-end autonomous driving: ranging from initial data strategy, design, development, experimentation, evaluation and deployment

Resolve ambiguities and address uncertainties arising from complex projects involving multiple teams and legacy codebases

Enable and help other colleagues on the team to be more effective through leading by example when it comes to writing high-quality code, being rigorous with Machine Learning experimentation and knowledge sharing

Collaborate closely with stakeholders from multiple teams in different time-zones to define interfaces and requirements for an end-to-end stack

Qualification

Machine LearningPyTorchDeep Learning3D Computer VisionPythonC++NVIDIA CUDAModel DeploymentData StrategyKnowledge SharingCollaborationProblem Solving

Required

MS, or higher degree, in related field, or equivalent industry experience

Professional experience with ML frameworks such as PyTorch, Jax or Tensorflow (PyTorch preferred)

Knowledge of debugging and profiling deep neural networks on NVIDIA CUDA stack

Experience in state of the art architectures for object detection and 3D perception

Experience in ML workflows: data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, inference optimization

Python and C++ experience

Hands-on experience with building a perception stack for autonomous systems

Familiarity with recent breakthroughs in ML (e.g. foundation models, pre-training and efficient fine-tuning, multimodal Transformer architectures)

Hands-on experience with large scale distributed training

Preferred

Hands-on experience with building a perception stack for autonomous systems

Experience with model deployment with NVIDIA stack (e.g. ONNX graphs, TensorRT, profiling)

Experience with PyTorch and Computer Vision for sensor fusion (e.g. BEV representations)

Experience with embedded ML platforms and real-time OSes

Benefits

Excellent health, wellness, dental and vision coverage

A rewarding 401k program

Flexible vacation policy

Family planning and care benefits

Company

Woven by Toyota

Woven by Toyota improve the vehicle intelligence software and operation and accelerate the Toyota Mobility Concept.

Founded in 2023

Tokyo, Tokyo, JPN

1001-5000 employees

https://woven.toyota/en

H1B Sponsorship

Woven by Toyota has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2025 (71)

2024 (34)

2023 (15)